The next step towards answering Question 1 involves building an AI model to semantically map a student's post to a topic. To do this, we need to capture the semantic textual similarity between the students' texts and topics. Transformers [1]} based models have been a popular choice for performing various NLP tasks including semantic textual similarity in recent years due to their improved performance over existing methods.
